source("analysis.R")
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summary(df_for_chart2)
##      yfips                year           fips          state          
##  Min.   :201001001   Min.   :2010   Min.   : 1001   Length:3139       
##  1st Qu.:201018174   1st Qu.:2010   1st Qu.:18174   Class :character  
##  Median :201029171   Median :2010   Median :29171   Mode  :character  
##  Mean   :201030367   Mean   :2010   Mean   :30367                     
##  3rd Qu.:201045082   3rd Qu.:2010   3rd Qu.:45082                     
##  Max.   :201056045   Max.   :2010   Max.   :56045                     
##                                                                       
##  county_name          total_pop       total_pop_15to64  female_pop_15to64
##  Length:3139        Min.   :      0   Min.   :      0   Min.   :      0  
##  Class :character   1st Qu.:  11061   1st Qu.:   7042   1st Qu.:   3411  
##  Mode  :character   Median :  25798   Median :  16677   Median :   8219  
##                     Mean   :  98543   Mean   :  66151   Mean   :  33231  
##                     3rd Qu.:  66490   3rd Qu.:  44048   3rd Qu.:  22026  
##                     Max.   :9822433   Max.   :6799811   Max.   :3412504  
##                                                                          
##  male_pop_15to64   aapi_pop_15to64     black_pop_15to64  latinx_pop_15to64
##  Min.   :      0   Min.   :      0.0   Min.   :      0   Min.   :      0  
##  1st Qu.:   3630   1st Qu.:     26.0   1st Qu.:     70   1st Qu.:    163  
##  Median :   8509   Median :     94.0   Median :    563   Median :    566  
##  Mean   :  32919   Mean   :   3695.6   Mean   :   8555   Mean   :  10656  
##  3rd Qu.:  22116   3rd Qu.:    521.5   3rd Qu.:   3775   3rd Qu.:   2660  
##  Max.   :3387307   Max.   :1020232.0   Max.   :1343491   Max.   :3194413  
##                                                                           
##  native_pop_15to64 white_pop_15to64   urbanicity           region         
##  Min.   :    0.0   Min.   :      0   Length:3139        Length:3139       
##  1st Qu.:   27.0   1st Qu.:   5346   Class :character   Class :character  
##  Median :   79.0   Median :  13216   Mode  :character   Mode  :character  
##  Mean   :  555.7   Mean   :  42688                                        
##  3rd Qu.:  325.0   3rd Qu.:  35486                                        
##  Max.   :45153.0   Max.   :1968203                                        
##                                                                           
##    division         commuting_zone    metro_area      land_area        
##  Length:3139        Min.   :  1.0   Min.   :10100   Min.   :     2.05  
##  Class :character   1st Qu.:108.0   1st Qu.:19100   1st Qu.:   431.17  
##  Mode  :character   Median :253.0   Median :29700   Median :   616.81  
##                     Mean   :277.5   Mean   :29630   Mean   :  1125.57  
##                     3rd Qu.:426.0   3rd Qu.:39560   3rd Qu.:   924.06  
##                     Max.   :903.0   Max.   :49820   Max.   :145572.46  
##                     NA's   :7       NA's   :1336    NA's   :1          
##  total_jail_pop     female_jail_pop    male_jail_pop     female_adult_jail_pop
##  Min.   :    0.00   Min.   :   0.000   Min.   :    0.0   Min.   :   0.00      
##  1st Qu.:   27.00   1st Qu.:   2.053   1st Qu.:   22.0   1st Qu.:   2.01      
##  Median :   77.62   Median :   9.000   Median :   64.0   Median :   9.00      
##  Mean   :  256.73   Mean   :  31.535   Mean   :  221.9   Mean   :  31.38      
##  3rd Qu.:  205.06   3rd Qu.:  26.000   3rd Qu.:  174.2   3rd Qu.:  26.00      
##  Max.   :18190.39   Max.   :2382.740   Max.   :15006.3   Max.   :2382.74      
##  NA's   :184        NA's   :207        NA's   :207       NA's   :208          
##  female_juvenile_jail_pop male_adult_jail_pop male_juvenile_jail_pop
##  Min.   : 0.0000          Min.   :    0.00    Min.   :  0.000       
##  1st Qu.: 0.0000          1st Qu.:   22.00    1st Qu.:  0.000       
##  Median : 0.0000          Median :   63.89    Median :  0.000       
##  Mean   : 0.1668          Mean   :  219.94    Mean   :  1.976       
##  3rd Qu.: 0.0000          3rd Qu.:  173.12    3rd Qu.:  0.000       
##  Max.   :19.0000          Max.   :15005.45    Max.   :381.000       
##  NA's   :208              NA's   :207         NA's   :208           
##  aapi_jail_pop     black_jail_pop    latinx_jail_pop   native_jail_pop  
##  Min.   :  0.000   Min.   :   0.00   Min.   :   0.00   Min.   :  0.000  
##  1st Qu.:  0.000   1st Qu.:   1.62   1st Qu.:   1.00   1st Qu.:  0.000  
##  Median :  0.000   Median :   9.75   Median :   3.12   Median :  0.000  
##  Mean   :  2.569   Mean   :  96.33   Mean   :  42.29   Mean   :  3.494  
##  3rd Qu.:  1.080   3rd Qu.:  52.62   3rd Qu.:  13.51   3rd Qu.:  1.535  
##  Max.   :341.480   Max.   :7162.97   Max.   :8101.37   Max.   :383.000  
##  NA's   :192       NA's   :192       NA's   :192       NA's   :192      
##  white_jail_pop    other_race_jail_pop total_jail_pretrial
##  Min.   :   0.00   Min.   :   0.000    Min.   :    0.00   
##  1st Qu.:  15.25   1st Qu.:   0.000    1st Qu.:   13.88   
##  Median :  45.88   Median :   0.000    Median :   39.82   
##  Mean   : 112.31   Mean   :   3.835    Mean   :  148.83   
##  3rd Qu.: 118.81   3rd Qu.:   0.000    3rd Qu.:  108.00   
##  Max.   :5034.00   Max.   :1637.000    Max.   :11394.90   
##  NA's   :192       NA's   :202         NA's   :198        
##  total_jail_from_prison total_jail_from_other_jail total_jail_from_fed
##  Min.   :   0.00        Min.   :   0.00            Min.   :   0.00    
##  1st Qu.:   0.00        1st Qu.:   0.00            1st Qu.:   0.00    
##  Median :   2.63        Median :   0.75            Median :   0.16    
##  Mean   :  32.09        Mean   :  10.10            Mean   :  17.35    
##  3rd Qu.:  17.91        3rd Qu.:   6.00            3rd Qu.:   4.38    
##  Max.   :3394.00        Max.   :1156.25            Max.   :1178.44    
##  NA's   :201            NA's   :201                NA's   :186        
##  total_jail_from_bia total_jail_from_bop total_jail_from_ice
##  Min.   : 0.0000     Min.   :  0.0000    Min.   :   0.00    
##  1st Qu.: 0.0000     1st Qu.:  0.0000    1st Qu.:   0.00    
##  Median : 0.0000     Median :  0.0000    Median :   0.00    
##  Mean   : 0.1039     Mean   :  0.7647    Mean   :   7.12    
##  3rd Qu.: 0.0000     3rd Qu.:  0.0000    3rd Qu.:   0.62    
##  Max.   :27.0000     Max.   :624.0000    Max.   :1175.75    
##  NA's   :192         NA's   :198         NA's   :192        
##  total_jail_from_marshals total_jail_from_other_fed jail_rated_capacity
##  Min.   :   0.000         Min.   :  0.0000          Min.   :    0.00   
##  1st Qu.:   0.000         1st Qu.:  0.0000          1st Qu.:   34.88   
##  Median :   0.000         Median :  0.0000          Median :   96.00   
##  Mean   :   8.566         Mean   :  0.8323          Mean   :  293.57   
##  3rd Qu.:   0.995         3rd Qu.:  0.0000          3rd Qu.:  234.41   
##  Max.   :1110.000         Max.   :315.0000          Max.   :19404.00   
##  NA's   :192              NA's   :192               NA's   :183        
##  private_jail_flag regional_jail_flag total_jail_adm   total_jail_dis  
##  Min.   :0.00000   Min.   :0.0000     Min.   :     0   Min.   :     0  
##  1st Qu.:0.00000   1st Qu.:0.0000     1st Qu.:   520   1st Qu.:   468  
##  Median :0.00000   Median :0.0000     Median :  1387   Median :  1273  
##  Mean   :0.01175   Mean   :0.1456     Mean   :  4200   Mean   :  4171  
##  3rd Qu.:0.00000   3rd Qu.:0.0000     3rd Qu.:  3640   3rd Qu.:  3511  
##  Max.   :1.00000   Max.   :1.0000     Max.   :177103   Max.   :179013  
##  NA's   :74                           NA's   :329      NA's   :383     
##  total_jail_pop_dcrp female_jail_pop_dcrp male_jail_pop_dcrp
##  Min.   :    0.0     Min.   :  0.00       Min.   :    0.0   
##  1st Qu.:   28.0     1st Qu.:  3.00       1st Qu.:   24.8   
##  Median :   78.0     Median : 10.00       Median :   68.0   
##  Mean   :  232.8     Mean   : 29.68       Mean   :  204.0   
##  3rd Qu.:  204.0     3rd Qu.: 28.00       3rd Qu.:  175.0   
##  Max.   :13049.0     Max.   :916.00       Max.   :12133.0   
##  NA's   :275         NA's   :316          NA's   :275       
##  total_jail_adm_dcrp female_jail_adm_dcrp male_jail_adm_dcrp total_prison_pop 
##  Min.   :     0      Min.   :    0.0      Min.   :    0.0    Min.   :    0.0  
##  1st Qu.:   572      1st Qu.:   88.0      1st Qu.:  466.8    1st Qu.:   46.0  
##  Median :  1363      Median :  250.0      Median : 1098.5    Median :  120.0  
##  Mean   :  3699      Mean   :  720.2      Mean   : 2986.9    Mean   :  476.3  
##  3rd Qu.:  3511      3rd Qu.:  699.0      3rd Qu.: 2798.5    3rd Qu.:  306.0  
##  Max.   :131401      Max.   :33004.0      Max.   :98397.0    Max.   :54719.0  
##  NA's   :278         NA's   :295          NA's   :279        NA's   :500      
##  female_prison_pop male_prison_pop   aapi_prison_pop    black_prison_pop 
##  Min.   :   0.00   Min.   :    0.0   Min.   :   0.000   Min.   :    0.0  
##  1st Qu.:   6.00   1st Qu.:   69.0   1st Qu.:   0.000   1st Qu.:   10.5  
##  Median :  14.00   Median :  152.0   Median :   0.000   Median :   47.0  
##  Mean   :  43.43   Mean   :  573.5   Mean   :   9.356   Mean   :  314.4  
##  3rd Qu.:  35.00   3rd Qu.:  372.0   3rd Qu.:   0.000   3rd Qu.:  175.5  
##  Max.   :3324.00   Max.   :51395.0   Max.   :1461.000   Max.   :21080.0  
##  NA's   :1235      NA's   :1235      NA's   :2476       NA's   :1584     
##  latinx_prison_pop native_prison_pop other_race_prison_pop white_prison_pop
##  Min.   :    0.0   Min.   :   0.0    Min.   :   0.00       Min.   :   0.0  
##  1st Qu.:    4.0   1st Qu.:   0.0    1st Qu.:   0.00       1st Qu.:  47.0  
##  Median :   14.0   Median :   0.0    Median :   0.00       Median : 103.0  
##  Mean   :  158.9   Mean   :  14.5    Mean   :  15.03       Mean   : 233.1  
##  3rd Qu.:   52.0   3rd Qu.:  11.0    3rd Qu.:   6.00       3rd Qu.: 232.0  
##  Max.   :24250.0   Max.   :1066.0    Max.   :2189.00       Max.   :9187.0  
##  NA's   :1845      NA's   :2332      NA's   :2401          NA's   :1216    
##  aapi_female_prison_pop aapi_male_prison_pop black_female_prison_pop
##  Min.   : 0.0000        Min.   :  0.000      Min.   :   0.0         
##  1st Qu.: 0.0000        1st Qu.:  0.000      1st Qu.:   0.0         
##  Median : 0.0000        Median :  0.000      Median :   3.0         
##  Mean   : 0.5544        Mean   :  6.276      Mean   :  16.2         
##  3rd Qu.: 0.0000        3rd Qu.:  0.000      3rd Qu.:   9.0         
##  Max.   :50.0000        Max.   :260.000      Max.   :1367.0         
##  NA's   :2542           NA's   :2542         NA's   :1697           
##  black_male_prison_pop latinx_female_prison_pop latinx_male_prison_pop
##  Min.   :    0.0       Min.   :   0.000         Min.   :    0.0       
##  1st Qu.:   12.0       1st Qu.:   0.000         1st Qu.:    5.0       
##  Median :   48.0       Median :   0.000         Median :   15.0       
##  Mean   :  303.3       Mean   :   7.948         Mean   :  156.9       
##  3rd Qu.:  176.0       3rd Qu.:   3.000         3rd Qu.:   52.0       
##  Max.   :19713.0       Max.   :1173.000         Max.   :23077.0       
##  NA's   :1697          NA's   :1930             NA's   :1930          
##  native_female_prison_pop native_male_prison_pop other_race_female_prison_pop
##  Min.   :  0.000          Min.   :  0.00         Min.   :  0.0000            
##  1st Qu.:  0.000          1st Qu.:  0.00         1st Qu.:  0.0000            
##  Median :  0.000          Median :  0.00         Median :  0.0000            
##  Mean   :  1.831          Mean   : 12.88         Mean   :  0.8782            
##  3rd Qu.:  1.000          3rd Qu.: 10.00         3rd Qu.:  0.0000            
##  Max.   :149.000          Max.   :917.00         Max.   :103.0000            
##  NA's   :2413             NA's   :2413           NA's   :2474                
##  other_race_male_prison_pop white_female_prison_pop white_male_prison_pop
##  Min.   :   0.00            Min.   :   0.00         Min.   :   0.0       
##  1st Qu.:   0.00            1st Qu.:   5.00         1st Qu.:  46.0       
##  Median :   0.00            Median :  11.00         Median : 101.0       
##  Mean   :  15.46            Mean   :  24.49         Mean   : 219.7       
##  3rd Qu.:   6.00            3rd Qu.:  27.00         3rd Qu.: 218.5       
##  Max.   :2086.00            Max.   :1133.00         Max.   :8054.0       
##  NA's   :2474               NA's   :1376            NA's   :1376         
##  total_prison_adm  female_prison_adm male_prison_adm   aapi_prison_adm  
##  Min.   :    0.0   Min.   :   0.00   Min.   :    0.0   Min.   :  0.000  
##  1st Qu.:   24.0   1st Qu.:   6.00   1st Qu.:   38.0   1st Qu.:  0.000  
##  Median :   62.0   Median :  12.00   Median :   82.0   Median :  0.000  
##  Mean   :  233.5   Mean   :  36.65   Mean   :  279.3   Mean   :  3.856  
##  3rd Qu.:  157.0   3rd Qu.:  30.00   3rd Qu.:  196.0   3rd Qu.:  0.000  
##  Max.   :26594.0   Max.   :3031.00   Max.   :23563.0   Max.   :838.000  
##  NA's   :381       NA's   :1223      NA's   :1223      NA's   :2381     
##  black_prison_adm latinx_prison_adm  native_prison_adm other_race_prison_adm
##  Min.   :    0    Min.   :    0.00   Min.   :   0.00   Min.   :  0.00       
##  1st Qu.:    7    1st Qu.:    0.00   1st Qu.:   0.00   1st Qu.:  0.00       
##  Median :   26    Median :    7.00   Median :   0.00   Median :  0.00       
##  Mean   :  147    Mean   :   86.36   Mean   :  11.48   Mean   :  7.14       
##  3rd Qu.:   87    3rd Qu.:   26.50   3rd Qu.:   6.00   3rd Qu.:  4.00       
##  Max.   :12175    Max.   :11825.00   Max.   :1243.00   Max.   :723.00       
##  NA's   :1606     NA's   :1908       NA's   :2264      NA's   :2302         
##  white_prison_adm aapi_female_prison_adm aapi_male_prison_adm
##  Min.   :   0.0   Min.   : 0.000         Min.   : 0.000      
##  1st Qu.:  26.0   1st Qu.: 0.000         1st Qu.: 0.000      
##  Median :  59.0   Median : 0.000         Median : 0.000      
##  Mean   : 129.7   Mean   : 0.411         Mean   : 2.529      
##  3rd Qu.: 132.0   3rd Qu.: 0.000         3rd Qu.: 0.000      
##  Max.   :4481.0   Max.   :38.000         Max.   :98.000      
##  NA's   :1187     NA's   :2555           NA's   :2555        
##  black_female_prison_adm black_male_prison_adm latinx_female_prison_adm
##  Min.   :   0.00         Min.   :   0.0        Min.   :   0.000        
##  1st Qu.:   0.00         1st Qu.:   7.0        1st Qu.:   0.000        
##  Median :   2.00         Median :  24.0        Median :   0.000        
##  Mean   :  12.49         Mean   : 137.6        Mean   :   7.827        
##  3rd Qu.:   7.00         3rd Qu.:  82.5        3rd Qu.:   3.000        
##  Max.   :1082.00         Max.   :8281.0        Max.   :1120.000        
##  NA's   :1856            NA's   :1856          NA's   :2090            
##  latinx_male_prison_adm native_female_prison_adm native_male_prison_adm
##  Min.   :    0.0        Min.   : 0.000           Min.   :  0.000       
##  1st Qu.:    0.0        1st Qu.: 0.000           1st Qu.:  0.000       
##  Median :    8.0        Median : 0.000           Median :  0.000       
##  Mean   :   89.8        Mean   : 1.273           Mean   :  6.531       
##  3rd Qu.:   31.0        3rd Qu.: 1.000           3rd Qu.:  6.000       
##  Max.   :10705.0        Max.   :90.000           Max.   :413.000       
##  NA's   :2090           NA's   :2454             NA's   :2454          
##  other_race_female_prison_adm other_race_male_prison_adm
##  Min.   : 0.0000              Min.   :  0.000           
##  1st Qu.: 0.0000              1st Qu.:  0.000           
##  Median : 0.0000              Median :  0.000           
##  Mean   : 0.7202              Mean   :  7.193           
##  3rd Qu.: 0.0000              3rd Qu.:  3.000           
##  Max.   :32.0000              Max.   :691.000           
##  NA's   :2485                 NA's   :2485              
##  white_female_prison_adm white_male_prison_adm total_jail_pop_rate
##  Min.   :  0.00          Min.   :   0.0        Min.   :    0.0    
##  1st Qu.:  4.00          1st Qu.:  25.0        1st Qu.:  232.7    
##  Median :  9.00          Median :  56.0        Median :  370.7    
##  Mean   : 21.60          Mean   : 115.6        Mean   :  536.9    
##  3rd Qu.: 22.25          3rd Qu.: 117.0        3rd Qu.:  552.5    
##  Max.   :744.00          Max.   :3737.0        Max.   :29109.5    
##  NA's   :1499            NA's   :1499          NA's   :184        
##  female_jail_pop_rate male_jail_pop_rate aapi_jail_pop_rate black_jail_pop_rate
##  Min.   :   0.00      Min.   :    0.0    Min.   :     0.0   Min.   :     0.0   
##  1st Qu.:  43.59      1st Qu.:  368.1    1st Qu.:     0.0   1st Qu.:   676.6   
##  Median :  85.99      Median :  588.3    Median :     0.0   Median :  1316.0   
##  Mean   : 124.63      Mean   :  910.3    Mean   :   769.7   Mean   :  3431.4   
##  3rd Qu.: 149.12      3rd Qu.:  931.9    3rd Qu.:   154.6   3rd Qu.:  2754.3   
##  Max.   :6781.23      Max.   :62668.1    Max.   :166666.7   Max.   :268000.0   
##  NA's   :207          NA's   :207        NA's   :207        NA's   :204        
##  latinx_jail_pop_rate native_jail_pop_rate white_jail_pop_rate
##  Min.   :     0.0     Min.   :     0.0     Min.   :    0.0    
##  1st Qu.:   201.4     1st Qu.:     0.0     1st Qu.:  165.0    
##  Median :   432.9     Median :     0.0     Median :  267.4    
##  Mean   :  1198.9     Mean   :  1632.9     Mean   :  402.7    
##  3rd Qu.:   893.8     3rd Qu.:   703.6     3rd Qu.:  428.6    
##  Max.   :116666.7     Max.   :277000.0     Max.   :52292.2    
##  NA's   :192          NA's   :201          NA's   :192        
##  total_jail_adm_rate total_jail_pretrial_rate total_prison_pop_rate
##  Min.   :     0      Min.   :    0.0          Min.   :    0.0      
##  1st Qu.:  4250      1st Qu.:  120.6          1st Qu.:  367.0      
##  Median :  6881      Median :  205.9          Median :  586.1      
##  Mean   :  8536      Mean   :  273.7          Mean   :  685.0      
##  3rd Qu.: 10491      3rd Qu.:  318.2          3rd Qu.:  875.0      
##  Max.   :193585      Max.   :13402.3          Max.   :29166.7      
##  NA's   :329         NA's   :198              NA's   :500          
##  female_prison_pop_rate male_prison_pop_rate aapi_prison_pop_rate
##  Min.   :   0.00        Min.   :    0.0      Min.   :   0.00     
##  1st Qu.:  52.30        1st Qu.:  739.5      1st Qu.:   0.00     
##  Median :  99.21        Median : 1119.2      Median :   0.00     
##  Mean   : 127.55        Mean   : 1283.7      Mean   :  37.37     
##  3rd Qu.: 168.53        3rd Qu.: 1611.4      3rd Qu.:   0.00     
##  Max.   :3870.97        Max.   :54140.1      Max.   :1860.47     
##  NA's   :1235           NA's   :1235         NA's   :2483        
##  black_prison_pop_rate latinx_prison_pop_rate native_prison_pop_rate
##  Min.   :     0        Min.   :   0.0         Min.   :    0.0       
##  1st Qu.:  1456        1st Qu.: 232.7         1st Qu.:    0.0       
##  Median :  2339        Median : 522.3         Median :    0.0       
##  Mean   :  3238        Mean   : 674.4         Mean   :  924.1       
##  3rd Qu.:  3774        3rd Qu.: 917.9         3rd Qu.: 1262.6       
##  Max.   :500000        Max.   :6422.0         Max.   :30769.2       
##  NA's   :1593          NA's   :1847           NA's   :2339          
##  white_prison_pop_rate total_prison_adm_rate female_prison_adm_rate
##  Min.   :    0.0       Min.   :    0.0       Min.   :   0.00       
##  1st Qu.:  293.6       1st Qu.:  177.5       1st Qu.:  35.10       
##  Median :  458.3       Median :  301.9       Median :  83.38       
##  Mean   :  528.8       Mean   :  371.0       Mean   : 119.15       
##  3rd Qu.:  677.0       3rd Qu.:  468.0       3rd Qu.: 153.90       
##  Max.   :17741.9       Max.   :20192.3       Max.   :5806.45       
##  NA's   :1216          NA's   :382           NA's   :1224          
##  male_prison_adm_rate aapi_prison_adm_rate black_prison_adm_rate
##  Min.   :    0.0      Min.   :  0.00       Min.   :     0.0     
##  1st Qu.:  355.6      1st Qu.:  0.00       1st Qu.:   553.3     
##  Median :  571.5      Median :  0.00       Median :  1057.0     
##  Mean   :  679.0      Mean   : 10.82       Mean   :  1659.7     
##  3rd Qu.:  851.2      3rd Qu.:  0.00       3rd Qu.:  1861.0     
##  Max.   :34394.9      Max.   :929.37       Max.   :350000.0     
##  NA's   :1224         NA's   :2392         NA's   :1617         
##  latinx_prison_adm_rate native_prison_adm_rate white_prison_adm_rate
##  Min.   :   0.0         Min.   :    0.0        Min.   :    0.0      
##  1st Qu.:   0.0         1st Qu.:    0.0        1st Qu.:  145.7      
##  Median : 193.3         Median :    0.0        Median :  249.1      
##  Mean   : 296.7         Mean   :  515.2        Mean   :  314.0      
##  3rd Qu.: 449.9         3rd Qu.:  415.4        3rd Qu.:  404.4      
##  Max.   :5263.2         Max.   :14634.1        Max.   :12258.1      
##  NA's   :1911           NA's   :2273           NA's   :1188

In 2010 the maximum total incarcerated population was 9,822,433. Of that total population 1,343,491 were black individuals between the ages of 15 to 64. With an average of 8555 black individuals per facility. 1,968,203 of the incarcerated population in 2010 was white people between the ages of 15 to 64. They averaged 42,688 individuals per facility.

Including charts

Time trend chart for King County Washington and King County Texas. It is clear that the urban King County Washington has a much higher incarcerated population than a more rural King County Texas.

chart1

Variable comparison chart showing the total incarcerated population by state for 2010. California has by far the largest incarcerated population.

chart2

Map chart showing the total incarcerated population densities from 1970.

mapchart1